System Prompts Leaks GitHub Walkthrough Thumbnail

System Prompts Leaks GitHub Walkthrough: ChatGPT, Claude, Gemini & Guardrail Analysis

Alex Hitt · ~5 min
System Prompts Leaks GitHub Walkthrough Thumbnail
GitHub Repo 58K+ ⭐ CC0 License AI Transparency All Major Providers Guardrail Analysis

📂 Overview 0:00

The asgeirtj/system_prompts_leaks repository is a massive open-source collection documenting hidden system prompt instructions from every major AI chatbot: Claude, ChatGPT, Gemini, Grok, Copilot, Perplexity, and more.

58,000+ GitHub stars · ~10,000 forks · Featured in The Washington Post · Updated multiple times per week

Recent additions include prompts for Kimi K2.6, GPT-5.6, Claude Sonnet 5, and Claude Design (Opus 4.8 with 48 tools and 16 skills).

🔍 What Problem It Solves 0:31

System prompts are hidden instructions injected before every conversation — they define personality, capabilities, safety boundaries, and tool access. Normally, they are completely invisible to the end user.

This repo provides:

  • Transparency — see the exact rules and biases shaping AI responses
  • Research — study safety approaches across providers
  • Comparison — side-by-side provider configuration analysis
  • Education — learn from production-grade system prompts
  • Accountability — explain unexpected or surprising AI behavior

🤖 ChatGPT, Claude & Gemini Coverage 1:02

Anthropic / Claude: Fable 5, Opus 4.8, Sonnet 5, Claude Code, Cowork, Desktop, Design, Mobile iOS, Chrome extension, Office plugins. Includes raw prompts + tool definitions + skills + diffs between releases.

OpenAI / ChatGPT: GPT-5.6, 5.5 (Thinking/Instant/API), 5.4, 5.3, Codex CLI. Tools: web search, deep research, Python, Canvas, image gen, memory. 8 personality variants (Friendly, Professional, Candid, Cynical, Nerdy, Quirky).

Google / Gemini: 3.5 Flash, 3.1 Pro, Gemini CLI, Antigravity, Jules, NotebookLM.

Additional coverage: xAI Grok · Perplexity · Microsoft Copilot · Cursor · Meta AI · Mistral · Kimi · DeepSeek · Notion AI

🛡️ Guardrail Analysis 1:38

How each company implements guardrails differently:

  • Safety policies: OpenAI has explicit image safety + automation context. Claude has detailed refusal patterns + ethics guidelines.
  • Tool access controls: Claude Design = 48 tools + 16 skills. Codex = sandboxed execution environment.
  • Personality constraints: GPT-5.1 has 8 distinct personality modes. Grok has dedicated personas.
  • Memory systems: OpenAI memory tool prompts, Anthropic reminders system.
  • Diff analysis: DiffChecker links between versions to track guardrail evolution over time.
The repo reveals significantly different guardrail approaches across providers — no two companies handle safety, personality, or tool access the same way.

⚙️ Installation & Configuration 2:41

Getting started is as simple as it gets — pure documentation, no build steps:

  1. git clone https://github.com/asgeirtj/system_prompts_leaks.git
  2. Browse the provider directories
  3. No dependencies, no build steps, no configuration

The README serves as a comprehensive index with a "Recently Updated" table showing the latest additions. Licensed under CC0-1.0 — fully open, no restrictions. PRs welcome for new prompts.

⚠️ Security & Operational Risks 3:43

Publishing system prompts has a dual-use nature:

  • Prompt injection: Published prompts enable studying guardrail weaknesses
  • Jailbreaking: Easier when exact safety instructions are known
  • Competitive intelligence: Reveals proprietary implementation details
  • Arms race: Companies increasingly add obfuscation in response
  • CC0 license: Anyone can use the content for any purpose
  • Versioning risk: Published prompts may already be outdated
The transparency benefits must be weighed against the potential for misuse — a classic dual-use dilemma in AI safety research.

📋 Limitations & Key Takeaways 4:17

Limitations:

  • Point-in-time snapshots only — prompts change frequently
  • Extraction may be incomplete
  • Missing runtime context (A/B testing, server-side logic)
  • No API or structured query interface
  • Community maintenance burden
  • Verification challenges — hard to confirm completeness

🎯 Key Takeaways 4:49

  • 58K+ stars — one of the most popular AI repos on GitHub
  • Covers ALL major providers: Anthropic, OpenAI, Google, xAI, Microsoft, Perplexity, Cursor, Meta, Mistral, DeepSeek
  • Reveals how AI companies configure personality, safety, and tools differently
  • Claude Design prompt: 48 tools, 16 skills, 9 starter sources
  • GPT-5.1: 8 distinct personality modes documented
  • DiffChecker links track guardrail evolution between versions
  • CC0 license — fully open, no restrictions
  • Featured in The Washington Post
  • Pure Markdown — no dependencies, clone and grep
  • Updated multiple times per week